Title :
Identification and visualization of robust-control-relevant model sets with application to an industrial wafer stage
Author :
Oomen, Tom ; Quist, Sander ; Van Herpen, Robbert ; Bosgra, Okko
Author_Institution :
Eindhoven Univ. of Technol., Eindhoven, Netherlands
Abstract :
The performance of robust controllers hinges on the underlying model set. However, at present it is unclear which properties of the physical system should be accurately identified to enable high performance robust control. The aim of this paper is to clarify the intimate relation between quality of certain physical system properties and the resulting control performance. Hereto, an extended robust-control-relevant system identification methodology and a new visualisation approach is developed that is applicable to multivariable systems. The developed methodology is applied to an industrial wafer stage system. Experimental results indeed confirm that the developed techniques contribute to clarifying the complex relation between system identification and robust control.
Keywords :
hinges; identification; industrial control; multivariable control systems; robust control; high performance robust controller; identification methodology; industrial wafer stage; multivariable system; physical system property; robust control relevant model set; visualisation approach; Computational modeling; MIMO; Periodic structures; Robust control; Robustness; Semiconductor device modeling; Uncertainty;
Conference_Titel :
Decision and Control (CDC), 2010 49th IEEE Conference on
Conference_Location :
Atlanta, GA
Print_ISBN :
978-1-4244-7745-6
DOI :
10.1109/CDC.2010.5717797